Our Fashion Synthesis approach consists of the following stages, illustrated in Figure REF .
Stage 1 performs image generation conditioned on an arbitrary human pose, which changes the shape of the reference garment so it can precisely fit on the human body.
Stage 2 performs image stitching of the newly generated garment (from Stage 1) with the model after the original garment is segmented out.
Stage 3 performs refinement by inpainting the output of Stage 2 to fill any missing regions or spots. Stage 4 is a post-processing step that combines the results from Stages 2 and 3, and adds the model head for the final result. Our approach achieves state of the art quantitative results compared to the popular Virtual Try On (VTON) method [1]}.
